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Products
Machine Learning for Data Science Handbook: Data Mining and Knowledge Discovery Handbook
Lior Rokach
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• Author(s): Lior Rokach • Publisher: Springer • Publisher Imprint: Springer • BISAC: Probability & Statistics - GeneralFrom the Back CoverThis book is a major update to the very successful first and second editions (2005 and 2010) of Data Mi...
View full detailsMachine Learning for Data Science Handbook: Data Mining and Knowledge Discovery Handbook
Rokach
Hardcover
• Author(s): Rokach • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Computer Science and Information Technology • BISAC: Artificial Intelligence - GeneralFrom the Back CoverThis book is a major update to the very successful ...
View full detailsData Science: An Introduction to Statistics and Machine Learning
Matthias Plaue
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• Author(s): Matthias Plaue • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Computer Science and Information Technology • BISAC: Information TheoryThis textbook provides an easy-to-understand introduction to the mathematical...
View full detailsElements of Data Science Machine Learning and Artificial Intelligence Using R
Frank Emmert-Streib
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• Author(s): Frank Emmert-Streib • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Engineering • BISAC: TelecommunicationsFrom the Back CoverIn recent years, large amounts of data became available in all areas of science, indu...
View full detailsElements of Data Science, Machine Learning, and Artificial Intelligence Using R
Frank Emmert-Streib
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• Author(s): Frank Emmert-Streib • Publisher: Springer • Publisher Imprint: Springer • BISAC: Artificial Intelligence - GeneralFrom the Back CoverIn recent years, large amounts of data became available in all areas of science, industry and societ...
View full detailsInformation-Driven Machine Learning: Data Science as an Engineering Discipline
Gerald Friedland
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• Author(s): Gerald Friedland • Publisher: Springer • Publisher Imprint: Springer • BISAC: Database Administration & ManagementFrom the Back CoverThis groundbreaking book transcends traditional machine learning approaches by introducing infor...
View full detailsMaterials Data Science: Introduction to Data Mining Machine Learning and Data-Driven Predictions for Materials
Stefan Sandfeld
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• Author(s): Stefan Sandfeld • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Computer Science and Information Technology • BISAC: Materials Science - GeneralThis text covers all of the data science, machine learning, and dee...
View full detailsLinear Algebra, Data Science, and Machine Learning
Jeff Calder, Peter J. Olver
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• Author(s): Jeff Calder | Peter J. Olver • Publisher: Springer • Publisher Imprint: Springer • BISAC: Algebra - LinearThis text provides a mathematically rigorous introduction to modern methods of machine learning and data analysis at the advanc...
View full detailsAdvances in Machine Learning and Data Science: Recent Achievements and Research Directives
Damodar Reddy Edla
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• Author(s): Damodar Reddy Edla • Publisher: Springer • Publisher Imprint: Springer • BISAC: Artificial Intelligence - GeneralFrom the Back CoverThe Volume of "Advances in Machine Learning and Data Science - Recent Achievements and Research Direc...
View full detailsIcdsmla 2019: Proceedings of the 1st International Conference on Data Science, Machine Learning and Applications
Amit Kumar
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• Author(s): Amit Kumar • Publisher: Springer • Publisher Imprint: Springer • BISAC: Artificial Intelligence - GeneralFrom the Back CoverThis book gathers selected high-impact articles from the 1st International Conference on Data Science, Machin...
View full detailsMachine Learning
Zhi-Hua Zhou
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• Author(s): Zhi-Hua Zhou • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Computer Science and Information Technology • BISAC: Artificial Intelligence - GeneralFrom the Back CoverMachine Learning, a vital and core area of ar...
View full detailsData Science Concepts And Techniques With Applications
Qamar, Usman
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• Author(s): Qamar | Usman • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Computer Science and Information Technology • BISAC: Data Science - Data AnalyticsFrom the Back CoverThis textbook comprehensively covers both fundam...
View full detailsAdvances in Machine Learning I: Dedicated to the Memory of Professor Ryszard S. Michalski
Koronacki, Jacek
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• Author(s): Koronacki, Jacek • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Computer Science and Information Technology • BISAC: Artificial Intelligence - GeneralFrom the Back CoverThis is the first volume of a large two-v...
View full detailsInformation-Driven Machine Learning: Data Science as an Engineering Discipline
Gerald Friedland
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• Author(s): Gerald Friedland • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Computer Science and Information Technology • BISAC: Information TheoryThis groundbreaking book transcends traditional machine learning approaches...
View full detailsSignal Processing Techniques for Knowledge Extraction and Information Fusion
Danilo Mandic
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• Author(s): Danilo Mandic • Publisher: Springer • Publisher Imprint: Springer • BISAC: Data Science - Data AnalyticsFrom the Back CoverThis state-of-the-art resource brings together the latest findings from the cross-fertilization of signal proc...
View full detailsData Science and Machine Learning: 23rd Australasian Conference, Ausdm 2025, Brisbane, Qld, Australia, November 26-28, 2025, Proceedings
Quang Vinh Nguyen, Yuefeng Li, Paul Kwan
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• Author(s): Quang Vinh Nguyen | Yuefeng Li | Paul Kwan • Publisher: Springer • Publisher Imprint: Springer • BISAC: Data Science - Data AnalyticsThis book constitutes the proceedings of the 23rd Australasian Conference on Data Science and Machin...
View full detailsMachine Learning for Practical Decision Making: A Multidisciplinary Perspective with Applications from Healthcare, Engineering and Business Analytics
Christo El Morr
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• Author(s): Christo El Morr • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Computer Science and Information Technology • BISAC: Operations ResearchFrom the Back CoverThis book provides a hands-on introduction to Machine Le...
View full detailsMachine Learning Using R With Time Series and Industry-Based Use Cases in R
Ramasubramanian, Karthik
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• Author(s): Ramasubramanian | Karthik • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Computer Science and Information Technology • BISAC: Computer ScienceFrom the Back CoverExamine the latest technological advancements in ...
View full detailsIcdsmla 2019: Proceedings of the 1st International Conference on Data Science, Machine Learning and Applications
Amit Kumar
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• Author(s): Amit Kumar • Publisher: Springer • Publisher Imprint: Springer • BISAC: Engineering (General)From the Back CoverThis book gathers selected high-impact articles from the 1st International Conference on Data Science, Machine Learning &...
View full detailsFundamental Mathematical Concepts for Machine Learning in Science
Michelucci, Umberto
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• Author(s): Michelucci | Umberto • Publisher: Springer Verlag • Publisher Imprint: Springer • BISAC: Artificial Intelligence - GeneralFrom the Back CoverThis book is for individuals with a scientific background who aspire to apply machine learni...
View full detailsFirst-order and Stochastic Optimization Methods for Machine Learning
Lan
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• Author(s): Lan • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Mathematics and Statistics • BISAC: AppliedFrom the Back CoverThis book covers not only foundational materials but also the most recent progresses made during ...
View full detailsFundamentals of Data Analytics: With a View to Machine Learning
Mathar, Rudolf
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• Author(s): Mathar | Rudolf • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Mathematics and Statistics • BISAC: Probability & Statistics - GeneralThis book introduces the basic methodologies for successful data analytic...
View full detailsOCaml Scientific Computing: Functional Programming in Data Science and Artificial Intelligence
Liang Wang
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• Author(s): Liang Wang • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Computer Science and Information Technology • BISAC: Data Science - GeneralFrom the Back CoverThis book is about the harmonious synthesis of functional ...
View full detailsTargeted Learning in Data Science: Causal Inference for Complex Longitudinal Studies
Mark J. Van Der Laan
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• Author(s): Mark J. Van Der Laan • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Mathematics and Statistics • BISAC: Probability & Statistics - GeneralProvides essential data analysis tools for answering complex big dat...
View full detailsThinking Data Science: A Data Science Practitioner's Guidebook
Poornachandra Sarang
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• Author(s): Poornachandra Sarang • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Computer Science and Information Technology • BISAC: Artificial Intelligence - GeneralThis definitive guide to Machine Learning projects answe...
View full detailsA Guide to Applied Machine Learning for Biologists
Mohammad Sufian Badar
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• Author(s): Mohammad Sufian Badar • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Bio-Science and Agriculture • BISAC: Life Sciences - Anatomy & Physiology
Learn Pyspark: Build Python-Based Machine Learning and Deep Learning Models
Singh, Pramod
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• Author(s): Singh, Pramod • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Computer Science and Information Technology • BISAC: Languages - PythonFrom the Back CoverLeverage machine and deep learning models to build applicat...
View full detailsData Science and Machine Learning: 22nd Australasian Conference, Ausdm 2024, Melbourne, Vic, Australia, November 25-27, 2024, Proceedings
Thirunavukarasu Balasubramaniam, Kewen Liao, Varvara Vetrova
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• Author(s): Thirunavukarasu Balasubramaniam | Kewen Liao | Varvara Vetrova • Publisher: Springer • Publisher Imprint: Springer • BISAC: Data Science - Data AnalyticsThis book constitutes the proceedings of the 22nd Australasian Conference on Dat...
View full detailsMachine Learning for Computer Scientists and Data Analysts: From an Applied Perspective
Setareh Rafatirad
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• Author(s): Setareh Rafatirad • Publisher: Springer • Publisher Imprint: Springer • BISAC: Electronics - Circuits - GeneralThis textbook introduces readers to the theoretical aspects of machine learning (ML) algorithms, starting from simple neur...
View full detailsMetalearning: Applications to Automated Machine Learning and Data Mining
Pavel Brazdil
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• Author(s): Pavel Brazdil • Publisher: Springer • Publisher Imprint: Springer • BISAC: Data Science - Data AnalyticsThis open access book offers a comprehensive and thorough introduction to almost all aspects of metalearning and automated machin...
View full detailsFundamentals of Predictive Text Mining
Weiss, Sholom M.
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• Author(s): Weiss, Sholom M. • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Computer Science and Information Technology • BISAC: Data Science - Data AnalyticsFrom the Back CoverOne consequence of the pervasive use of compu...
View full detailsMachine Learning, Image Processing, Network Security and Data Sciences: 5th International Conference, Mind 2023, Hamirpur, India, December 21-22, 2023
Naveen Chauhan
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• Author(s): Naveen Chauhan • Publisher: Springer • Publisher Imprint: Springer • BISAC: Image ProcessingThis book constitutes the refereed proceedings of the 5th International Conference on Machine Learning, Image Processing, Network Security an...
View full detailsPractical Machine Learning Illustrated with KNIME
Yu Geng
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• Author(s): Yu Geng • Publisher: Springer • Publisher Imprint: Springer • BISAC: Artificial Intelligence - General
Proceedings of the 4th International Conference on Data Science, Machine Learning and Applications: Icdsmla 2022, 26-27 December, Hyderabad, India
Amit Kumar
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• Author(s): Amit Kumar • Publisher: Springer • Publisher Imprint: Springer • BISAC: Artificial Intelligence - GeneralFrom the Back CoverThis book includes peer reviewed articles from the 4th International Conference on Data Science, Machine Lear...
View full detailsMachine Learning, Image Processing, Network Security and Data Sciences: 4th International Conference, Mind 2022, Virtual Event, January 19-20, 2023, P
Nilay Khare
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• Author(s): Nilay Khare • Publisher: Springer • Publisher Imprint: Springer • BISAC: Networking - GeneralThis two-volume set (CCIS 1762-1763) constitutes the refereed proceedings of the 4th International Conference on Machine Learning, Image Pro...
View full detailsMachine Learning, Optimization, and Data Science: 6th International Conference, Lod 2020, Siena, Italy, July 19-23, 2020, Revised Selected Papers, Par
Giuseppe Nicosia
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• Author(s): Giuseppe Nicosia • Publisher: Springer • Publisher Imprint: Springer • BISAC: Information TechnologyThis two-volume set, LNCS 12565 and 12566, constitutes the refereed proceedings of the 6th International Conference on Machine Learni...
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